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Utilizing Machine Learning Models with Limited Meteorological Data as Alternatives for the FAO-56PM Model in Estimating Reference Evapotranspiration 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2024, 卷号: 38, 期号: 6, 页码: 1921-1942
作者:  Amani, Shima;  Shafizadeh-Moghadam, Hossein;  Morid, Saeid
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Reference evapotranspiration  FAO-56PM  Machine learning  Experimental models  
Reference evapotranspiration estimation using machine learning approaches for arid and semi-arid regions of India 期刊论文
发表期刊: CLIMATE RESEARCH. 出版年: 2023, 卷号: 91, 页码: 97-120
作者:  Heramb, Pangam;  Rao, K. V.;  Subeesh, A.;  Singh, R. K.;  Rajwade, Yogesh A.;  Singh, Karan;  Kumar, Manoj;  Rawat, Shashi
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
Arid  Semi-arid  Evapotranspiration  Soft computing  Tree-based models  
Remotely Sensed and Empirical Reference Evapotranspiration Models to Derive Crop Coefficients for Pistachios in the Central Basin of Iran 期刊论文
发表期刊: IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING. 出版年: 2023, 卷号: 47, 期号: 6, 页码: 3999-4019
作者:  Firoozi, Fatemeh;  Alavipanah, Seyed Kazem;  Hosseini, Seyed Zeynalabedin;  Asgari, Shamsollah;  Malamiri, Hamid Reza Ghafarian;  Rahimi, Kamran
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
Arid area  Evapotranspiration  SEBAL  SEBS  Water requirement  Experimental models  
Investigation of Valiantzas' simplified forms of FAO56 Penman-Monteith reference evapotranspiration models in a semi-arid region 期刊论文
发表期刊: MAUSAM. 出版年: 2023, 卷号: 74, 期号: 3, 页码: 815-824
作者:  Ramachandran, J.;  Lalitha, R.;  Kannan, S. Vallal;  Sivasubramanian, K.
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/29
Evapotranspiration  FAO56 Penman-Monteith  Valiantzas' Models  
Evapotranspiration controls across spatial scales of heterogeneity 期刊论文
发表期刊: QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY. 出版年: 2023, 卷号: 149, 期号: 756, 页码: 2696-2718
作者:  Mangan, Mary Rose;  Hartogensis, Oscar;  van Heerwaarden, Chiel;  de Arellano, Jordi Vila-Guerau
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
atmospheric boundary layer  evapotranspiration  land-surface models  surface heterogeneity  
Prediction of Irrigation Water Requirements for Green Beans-Based Machine Learning Algorithm Models in Arid Region 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2023, 卷号: 37, 期号: 4, 页码: 1557-1580
作者:  Mokhtar, Ali;  Al-Ansari, Nadhir;  El-Ssawy, Wessam;  Graf, Renata;  Aghelpour, Pouya;  He, Hongming;  Hafez, Salma M.;  Abuarab, Mohamed
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
Water resources management  Climate change  Evapotranspiration  Hybrid models  Long short-term memory  
Exploring the Applicability of Regression Models and Artificial Neural Networks for Calculating Reference Evapotranspiration in Arid Regions 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 21
作者:  Abdel-Fattah, Mohamed K.;  Abd-Elmabod, Sameh Kotb;  Zhang, Zhenhua;  Merwad, Abdel-Rhman M. A.
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
regression  stepwise  models  artificial neural networks  reference evapotranspiration  water requirements  
Simulating land-atmosphere coupling in the Central Valley, California: Investigating soil moisture impacts on boundary layer properties 期刊论文
发表期刊: AGRICULTURAL AND FOREST METEOROLOGY. 出版年: 2022, 卷号: 317
作者:  Alexander, G. Aaron;  Holmes, Heather A.;  Sun, Xia;  Caputi, Dani;  Faloona, Ian C.;  Oldroyd, Holly J.
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Surface fluxes  Meso-scale numerical simulations  Atmospheric boundary layer  Land surface models  Planetary boundary layer schemes  Evapotranspiration  
Reference evapotranspiration estimation in hyper-arid regions via D-vine copula based-quantile regression and comparison with empirical approaches and machine learning models 期刊论文
发表期刊: JOURNAL OF HYDROLOGY-REGIONAL STUDIES. 出版年: 2022, 卷号: 44
作者:  Abdallah, Mohammed;  Mohammadi, Babak;  Zaroug, Modathir A. H.;  Omer, Abubaker;  Cheraghalizadeh, Majid;  Eldow, Mohamed E. E.;  Duan, Zheng
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/20
Reference evapotranspiration  Empirical models  Quantile regression  Machine learning  Sudan  Hyper -arid region  
Exploring the effect of tillers on the water economy, plant growth and kernel set of low-density maize crops 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2021, 卷号: 243
作者:  Diego Hernan, Rotili;  Gabriela, Abeledo L.;  deVoil, Peter;  Daniel, Rodriguez;  Gustavo Angel, Maddonni
收藏  |  浏览/下载：29/0  |  提交时间：2021/03/08
Tillering  Evapotranspiration  Kernel setting  Low plant population density  Crop simulation models